Implementing WordNet Measures of Lexical Semantic Similarity in a Fuzzy Logic Programming System

01/24/2021
by   Pascual Julián-Iranzo, et al.
0

This paper introduces techniques to integrate WordNet into a Fuzzy Logic Programming system. Since WordNet relates words but does not give graded information on the relation between them, we have implemented standard similarity measures and new directives allowing the proximity equations linking two words to be generated with an approximation degree. Proximity equations are the key syntactic structures which, in addition to a weak unification algorithm, make a flexible query-answering process possible in this kind of programming language. This addition widens the scope of Fuzzy Logic Programming, allowing certain forms of lexical reasoning, and reinforcing Natural Language Processing applications. [Under consideration in Theory and Practice of Logic Programming (TPLP)]

READ FULL TEXT

page 1

page 2

page 3

page 4

research
07/11/2012

A Logic Programming Framework for Possibilistic Argumentation with Vague Knowledge

Defeasible argumentation frameworks have evolved to become a sound setti...
research
07/27/2023

Fuzzy order-sorted feature logic

Order-Sorted Feature (OSF) logic is a knowledge representation and reaso...
research
03/27/2013

Possibility as Similarity: the Semantics of Fuzzy Logic

This paper addresses fundamental issues on the nature of the concepts an...
research
12/13/2017

Consideration on Example 2 of "An Algorithm of General Fuzzy InferenceWith The Reductive Property"

In this paper, we will show that (1) the results about the fuzzy reasoni...
research
10/14/2020

PrivaLog: a privacy-aware logic programming language

Logic Programming (LP) is a subcategory of declarative programming that ...
research
09/27/2017

Scene learning, recognition and similarity detection in a fuzzy ontology via human examples

This paper introduces a Fuzzy Logic framework for scene learning, recogn...

Please sign up or login with your details

Forgot password? Click here to reset